Author

E. Wilcox

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Preprint Aug 2026

Beyond Static and Linear: What Attention Constraints Best Fit Human Reading Times?

A systematic comparison of multiple attention-based memory mechanisms across different model sizes and training corpora finds that constraints that are sensitive to the content of intervening tokens consistently achieve the highest alignment with human reading times, outperforming distance-based constraints.

Lanni Bu, Xiulin Yang, Christian Clark et al. · 0 citations

#artificial intelligence Preprint Aug 2026

Using Prosody to Predict Syntactic Structure

This work quantifies the interaction between prosodic features and syntactic representations as their mutual information, and provides a general-purpose framework for estimating this quantity over large speech-text corpora using multimodal language models.

Junghyun Min, Alex Warstadt, Tamar I. Regev et al. · 0 citations